Supervised feature selection on gene expression microarray datasets using manifold learning

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.5K citations

Computing, Computer Science, Data Mining +16

Correlation-based Feature Selection for Machine Learning

Mark Hall · 1998 · 3.5K citations

Computing, Computer Science, Artificial Intelligence +14

Theoretical and Empirical Analysis of ReliefF and RReliefF

Marko Robnik‐Šikonja, Igor Kononenko · Machine Learning · 2003 · 3K citations · Full text

Natural Sciences, Earth Sciences, Geophysics +3

Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power

Salvador García, Alberto Fernández, Julián Luengo et al. · Information Sciences · 2009 · 2.2K citations

Natural Sciences, Biostatistics, Computer Science +17

KEEL: a software tool to assess evolutionary algorithms for data mining problems

Jesús Alcalá‐Fdez, Luciano Sánchez, Salvador García et al. · Soft Computing · 2008 · 1.5K citations · Full text

Computing, Computer Science, Algorithms +11